Research & Search
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
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oklahomie-580 Bundle Family Law Review Citation Sweep---
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manager-rubens Bundle Career Review Company RatingsAnalyze public employee-review pages for a target company and summarize only reviews whose job titles are related or adjacent to career targets such as technology, IT, data, product management, project/program management, PMO, implementation, digital transformation, business systems, or product operations. Use when the user asks to inspect Glassdoor, Indeed, Comparably, Love Mondays-style company reviews, filter by relevant roles, compute average review scores, and synthesize pros and cons for career decision-making.
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manager-rubens Bundle Career Salary Market ResearchResearch current salary ranges for a job position by company, role/title, contract type, and market using Glassdoor as the priority source and Michael Page as a secondary benchmark. Use when the user asks for salario, salary, remuneracao, compensation, media salarial, Glassdoor salary, Michael Page salary guide, or wants monthly and annual salary estimates with sources, company-name ambiguity checks, fallback to comparable companies, and a confidence level.
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manager-rubens Bundle Research Pessoa Due DiligenceLevantamento juridico, reputacional e de idoneidade documental de pessoa fisica com base em fontes publicas, oficiais ou autorizadas, reunindo documentos, links, processos, diarios oficiais, registros profissionais, sancoes, certidoes, sinais criminais publicos, informacoes militares publicas quando licitas e evidencias rastreaveis de boa ou ma conduta institucional. Use quando o usuario pedir investigacao juridica, due diligence, background check, "levantar tudo sobre uma pessoa", pesquisar processos, antecedentes, documentos, vinculos publicos, risco criminal, historico militar, certidoes, compliance, OSINT legal, reputacao, idoneidade, "indole" ou relatorio rastreavel sobre uma pessoa identificada ou parcialmente identificada.
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ila Skill Paper WritingGuidance for writing, rewriting, reviewing, or outlining database systems research papers for VLDB, SIGMOD, PVLDB, CIDR, and similar venues. Use when working on paper structure, introductions, contributions, research questions, evaluation sections, figures, tables, related work, limitations, or reviewer-facing clarity for systems papers.
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daviddme Bundle Bybit StructureSummarize short-term price structure for a single Bybit USDT perpetual — trend vs range, recent swing high/low, VWAP, ATR. Use after bybit-scan picks a candidate, or whenever the user asks "what's the structure on X / is X trending / where are the levels on X". Read-only, no API keys.
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tcvdog Skill UX ResearcherExpert user experience researcher specializing in user behavior analysis, usability testing, and data-driven design insights. Provides actionable research findings that improve product usability and user satisfaction
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sworol Bundle Research Paper WritingImprove academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when drafting or revising Abstract, Introduction, Related Work, Method, Experiments, or Conclusion; polishing figures/tables; checking claim-support alignment; or performing self-review before submission.
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tcvdog Skill PsychologistExpert in human behavior, personality theory, motivation, and cognitive patterns — builds psychologically credible characters and interactions grounded in clinical and research frameworks
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chasexu168340-rgb Bundle Planning With FilesImplements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring 5+ tool calls. Supports automatic session recovery after /clear.
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tcvdog Skill Investment ResearcherExpert investment researcher specializing in market research, due diligence, portfolio analysis, and asset valuation. Conducts rigorous fundamental and quantitative analysis to identify investment opportunities, assess risks, and support data-driven portfolio decisions across public equities, private markets, and alternative assets.
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lyh-233 Bundle Nsfc Health Grant TransferExtract and apply the writing logic, section workflow, and rhetorical style of an NSFC Youth Fund-style Chinese health, nursing, public health, psychology, rehabilitation, or clinical research proposal. Use when drafting, revising, or migrating project notes into National Natural Science Foundation of China proposal sections such as 摘要, 立项依据, 国内外研究现状, 研究思路, 研究内容, 研究目标, 关键科学问题, 研究方案, 技术路线, 可行性分析, 特色与创新, 年度计划, 研究基础, 工作条件, 预算说明, or when the user asks for 国自然/NSFC/青年基金/申报书风格迁移/内容迁移/写作思路.
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techmuns Skill Git Commit SummarizerSummarize the currently staged git diff as a conventional commit message and flag risky changes. Use when the user asks to write a commit message, describe staged changes, or review what is about to be committed.
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third-bridge Bundle Tb Investor WorkflowsStructured investment workflows using Third Bridge expert transcripts for equity, credit, PE, and hedge fund research. Triggers on: credit underwrite, bull/bear case, PE diligence, sector map, idea generation, variant perception, covenant analysis, distressed analysis, value creation, exit readiness, buy-and-build, relative value, sponsor analysis, early warning, event-driven, deal screen, IOI, management diligence, 100-day plan, IC memo, refinancing risk, liquidity risk, pair trade, catalyst map, short thesis, activist, thematic screen — or any company/sector + investment process. Also triggers on "TB workflow" or "investor workflow". Use THIS skill for structured multi-step investment processes, not simple Q&A lookups (use non-complex-investment-research for those).
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yuziri-open Bundle UltrathinkHigh-rigor autonomous development and strategy validation mode. Use when the user invokes ultrathink, asks for maximum-depth autonomous coding, asks Codex to coordinate subagents for research/design/implementation/testing/review, or asks to stress-test a strategy for loopholes until confidence is evidence-backed.
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giljae Skill Pmx Voice Of CustomerSummarize customer language, pains, and value signals from qualitative input.
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asura-2010 Bundle Gemini CLIWield Google's Gemini CLI as a powerful auxiliary tool for code generation, review, analysis, and web research. Use when tasks benefit from a second AI perspective, current web information via Google Search, codebase architecture analysis, or parallel code generation. Also use when user explicitly requests Gemini operations. 需代理的网络环境需配置代理。
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asleekgeek Skill Structured Autonomy PlanStructured Autonomy Planning skill. Research, analyse, and produce a commit-level development plan for a feature — without writing any code. Use before structured-autonomy-generate. Trigger: "plan this feature", "create a dev plan", "break this into commits", or when starting any non-trivial feature implementation.
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wooyoohl Skill Research Signal MiningUse to extract idea seeds from a field map, papers, failed experiments, reviewer comments, benchmark artifacts, or unexplained empirical phenomena.
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wooyoohl Skill Research Target ReframingUse when analyzing research papers, research ideas, ML/AI methods, or project proposals to identify the core problem representation, hidden complexity, simplifying target, first-principles reformulation, ablation plan, and “why not simpler?” research taste. 适用于论文拆解、研究品味蒸馏、idea 评估、方法重构、实验设计、找 surprise/不对劲现象。
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wooyoohl Skill Decision Value Experiment PlannerUse to design AI/ML experiments that answer explicit hypotheses and support research decisions, avoiding low-information-gain exhaustive experiments and invalid cheap proxies.
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wooyoohl Skill Representative Literature BootstrapUse before deep idea generation to build a working map of a target AI/ML field by reading representative papers, especially introductions, related work, formulations, experiments, limitations, and reviews.
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wooyoohl Skill Candidate Claim SetUse after problem-formulation to convert clearly defined research problems into 2–4 falsifiable candidate claims without prematurely committing to one paper shape.
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wooyoohl Skill Entry Source IntakeUse at the beginning of an AI/ML research-idea session to identify the user's entry state, available materials, target area, and resource constraints before invoking deeper modules.
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wooyoohl Skill Problem FormulationUse after research-signal-mining and before candidate-claim-set to define the actual research problem an AI/ML paper idea solves, explains, measures, or refutes. Separates signal, problem, claim, and method so later novelty, scope, and experiment decisions are grounded.
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houjingyi00417-hub Skill Open NotebookSelf-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), generating AI-powered notes and summaries, creating multi-speaker podcasts from research, chatting with documents using context-aware AI, searching across materials with full-text and vector search, or running custom content transformations. Supports 16+ AI providers including OpenAI, Anthropic, Google, Ollama, Groq, and Mistral with complete data privacy through self-hosting.
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houjingyi00417-hub Skill Research GrantsWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
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houjingyi00417-hub Skill Research LookupLook up current research information using parallel-cli search (primary, fast web search), the Parallel Chat API (deep research), or Perplexity sonar-pro-search (academic paper searches). Automatically routes queries to the best backend. Use for finding papers, gathering research data, and verifying scientific information. Note: query text is transmitted to api.parallel.ai (PARALLEL_API_KEY) and, for academic searches, to openrouter.ai (OPENROUTER_API_KEY).
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houjingyi00417-hub Skill Venue TemplatesAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
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yslab-ai Bundle Manuscript WritingUse when revising or reviewing scientific, technical, or academic manuscripts, proposals, abstracts, reports, or related writing for precision, concision, logical cohesion, citation support, evidence alignment, and objective scholarly tone.
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houjingyi00417-hub Skill Scientific WritingCore skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
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houjingyi00417-hub Skill Citation ManagementComprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.
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houjingyi00417-hub Skill Imaging Data CommonsQuery and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.
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houjingyi00417-hub Skill Statistical AnalysisGuided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.
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houjingyi00417-hub Skill Market Research ReportsGenerate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
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houjingyi00417-hub Skill Scientific BrainstormingCreative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use hypothesis-generation.
Frequently asked questions
What are Research & Search agent skills?
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
Which Research & Search skills are most installed?
Popular Research & Search skills on SkillMD right now include family-law-review-citation-sweep, career-review-company-ratings, career-salary-market-research. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Research & Search skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.